To build on innovations that advance intelligence at the edge, Texas Instruments (TI) introduced a new family of six Arm Cortex-based vision processors that allow designers to add more vision and artificial intelligence (AI) processing at a lower cost, and with better energy efficiency, in applications such as video doorbells, machine vision and autonomous mobile robots.
This new family, which includes the AM62A, AM68A, and AM69A processors, is supported by open-source evaluation and model development tools, and common software that is programmable through industry-standard application programming interfaces (APIs), frameworks, and models.
This platform of vision processors, software, and tools helps designers easily develop and scale-edge AI designs across multiple systems while accelerating time to market.
“In order to achieve real-time responsiveness in the electronics that keep our world moving, decision-making needs to happen locally and with better power efficiency,” said Sameer Wasson, VP, Processors, Texas Instruments. “This new processor family of affordable, highly integrated SoCs will enable the future of embedded AI by allowing for more cameras and vision processing in edge applications.”
Scalable AI camera performance
TI’s new vision processors bring intelligence from the cloud to the real world by eliminating cost and design complexity barriers when implementing vision processing and deep learning capabilities in low-power edge AI applications.
These processors feature a system-on-a-chip (SoC) architecture that includes extensive integration. Integrated components include Arm Cortex-A53 or Cortex-A72 central processing units, a third-generation TI image signal processor, internal memory, interfaces, and hardware accelerators that deliver from 1 to 32 tera-operations per second (TOPS) of AI processing for deep-learning algorithms.
Vision processors in this family include the:
- AM62A3, AM62A3-Q1, AM62A7 and AM62A7-Q1, which support one to two cameras at less than 2 W in applications such as video doorbells and smart retail systems. This family includes the AM62A3, the industry’s lowest-cost 1-TOPS vision processor.
- AM68A, which enables one to eight cameras in applications like machine vision, with up to 8 TOPS of AI processing for advanced video analytics.
- AM69A, which achieves 32 TOPS of AI processing for one to 12 cameras in high-performance applications such as edge AI boxes, autonomous mobile robots and traffic monitoring systems.
Streamlined AI evaluation and development
Beginning in Q2 2023, designers can accelerate time to market for their edge AI applications with a public beta of TI’s free open-source tool, Edge AI Studio. This feature-rich, web-based tool allows users to develop and test AI models quickly and easily using user-created models and TI’s optimized models, which can also be retrained with custom data.
These new processors, software, and tools for edge AI applications build on TI’s commitment to making the future of embedded possible with scalable processing portfolios.
Learn more about edge AI studio at dev.ti.com/edgeaistudio.
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